Optimization of population decoding with distance metrics

Neural Networks

Volumn 23, Issue 6, 2010, Pages 728-732

  Hofer, Sonja B ^a   Mrsic Flogel, Thomas D ^a   Horvath, Domonkos ^b,c   Grothe, Benedikt ^b   Lesica, Nicholas A ^b  

^a UNIVERSITY COLLEGE LONDON   (United Kingdom)

^b UNIVERSITY OF MUNICH   (Germany)

^c PÁZMÁNY PÉTER CATHOLIC UNIVERSITY   (Hungary)

Author keywords

Decoding; Optimization; Populations

Indexed keywords

CORRELATION STRUCTURE; DISTANCE METRICS; EXPERIMENTAL CONDITIONS; INDIVIDUAL CELLS; LARGE POPULATION; MULTI-ELECTRODE; POPULATION SPIKES;

CALCIUM; IMAGING TECHNIQUES; LOCOMOTIVES; OPTIMIZATION; RAILROAD CARS;

DECODING;

ANIMAL EXPERIMENT; ARTICLE; BRAIN NERVE CELL; CALCIUM SIGNALING; CELL POPULATION; ELECTRODE; GENETIC ALGORITHM; GERBIL; INFERIOR COLLICULUS; NERVE CELL; NONHUMAN; PRIORITY JOURNAL; PROCESS OPTIMIZATION; SIGNAL NOISE RATIO; SPIKE WAVE;

ACTION POTENTIALS; ALGORITHMS; ANIMALS; COMPUTER SIMULATION; ELECTROPHYSIOLOGY; GERBILLINAE; NERVE NET; NEURAL NETWORKS (COMPUTER); NEURONS; NEUROPHYSIOLOGY; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 77953810937     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neunet.2010.04.007     Document Type: Article

References (12)

1. Aronov D. Fast algorithm for the metric-space analysis of simultaneous responses of multiple single neurons. Journal of Neuroscience Methods 2003, 124(2):175-179.
2. Aronov D., Reich D.S., Mechler F., Victor J.D. Neural coding of spatial phase in V1 of the macaque monkey. Journal of Neurophysiology 2003, 89(6):3304-3327.
3. Aronov D., Victor J.D. Non-Euclidean properties of spike train metric spaces. Physical Review E. Statistical, Nonlinear, and Soft Matter Physics 2004, 69(6 Pt 1). 061905-061905.
4. Houghton C., Sen K. A new multineuron spike train metric. Neural Computation 2008, 20(6):1495-1511.
5. Kennedy J., Eberhart R., Shi Y. Swarm intelligence 2001, Morgan Kaufmann Publishers.
6. Lesica N.A., Grothe B. Dynamic spectrotemporal feature selectivity in the auditory midbrain. Journal of Neuroscience 2008, 28(21):5412-5421.
7. Lesica N.A., Grothe B. Efficient temporal processing of naturalistic sounds. PLoS One 2008, 3(2):e1655.
8. Mrsic-Flogel T.D., Hofer S.B., Ohki K., Reid R.C., Bonhoeffer T., Hubener M. Homeostatic regulation of eye-specific responses in visual cortex during ocular dominance plasticity. Neuron 2007, 54(6):961-972.
9. Quian Quiroga R., Panzeri S. Extracting information from neuronal populations: information theory and decoding approaches. Nature Reviews Neuroscience 2009, 10(3):173-185.
10. van Rossum M.C. A novel spike distance. Neural Computation 2001, 13(4):751-763.
11. Victor J.D. Spike train metrics. Current Opinion in Neurobiology 2005, 15(5):585-592.
12. Victor J.D., Purpura K.P. Nature and precision of temporal coding in visual cortex: a metric-space analysis. Journal of Neurophysiology 1996, 76(2):1310-1326.